Control Theory's Role in Neural Networks 🧠

In this video, Dr. Ardavan (Ahmad) Borzou will discuss the control theory in network science and its application in C. elegans & artificial neural networks. A short history of network science and the basics of control theory will also be reviewed.

Comprehensive Python Checklist (machine learning and more advanced libraries will be covered on a different page):
https://compu-flair.com/blogs/programming-basics

CompuFlair Website:
www.compu-flair.com

Chapters:
00:00 - Introduction
01:52 - Application of control theory in the neural net of worm
03:23 - Networks in Data Science & Seven Bridges of Konigsberg Problem
05:00 - History of network science
06:22 - Basics of control theory
10:23 - Results of applying control theory to the neural net of worm
11:27 - Control theory for artificial neural networks
12:44 - Comprehensive Python checklist for data scientists